The Entrepreneurial Leap: Reinventing Investment Research with AI
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The Entrepreneurial Leap: Reinventing Investment Research with AI
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In this episode of Fractional Frequency, we sit down with Jon Smucker, Partner and Portfolio Manager at Marietta, to explore how a challenge inside a 25-year-old investment firm became the foundation for Sherlock AI.
What started as an internal solution to improve investment research evolved into a platform designed to help investment professionals quickly uncover reliable insights from complex financial data. Jon shares the entrepreneurial journey behind turning an idea into a product, the unexpected moments that shaped the business, and the pivotal decisions—from meeting a technical co-founder in a coffee shop to choosing how to fund and grow an AI company.
We also dive into why accuracy matters more than ever in an AI-driven world, how Sherlock AI differs from traditional large language models, and what it takes to build technology that professionals can trust when the stakes are high.
Whether you're a founder, operator, investor, or simply curious about where AI is creating real value, this conversation offers practical insights on building products that solve meaningful problems instead of chasing hype.